[HTML][HTML] Monitoring heavy metals and metalloids in soils and vegetation by remote sensing: a review

V Lovynska, B Bayat, R Bol, S Moradi, M Rahmati… - Remote Sensing, 2024 - mdpi.com
Heavy metal contamination in soils and vegetation poses a significant problem due to its
toxicity and persistence. Toxic effects on vegetation include not only impaired growth …

Monitoring soil lead and zinc contents via combination of spectroscopy with extreme learning machine and other data mining methods

V Khosravi, FD Ardejani, S Yousefi, A Aryafar - Geoderma, 2018 - Elsevier
In order to limit pollution risk and develop proper remediation strategies, soil quality has to
be controlled by rapid and sustainable monitoring measures. Visible and near-infrared …

Estimating soil chemical properties by diffuse reflectance spectroscopy: Promise versus reality

MB McBride - European Journal of Soil Science, 2022 - Wiley Online Library
Diffuse reflectance spectroscopy in the visible and near‐infrared (VNIR) spectral range has
increasingly been utilised in recent years to measure soil properties, including organic …

Diagnosis of cadmium contamination in urban and suburban soils using visible-to-near-infrared spectroscopy

Y Hong, Y Chen, R Shen, S Chen, G Xu, H Cheng… - Environmental …, 2021 - Elsevier
Previous studies have mostly focused on using visible-to-near-infrared spectral technique to
quantitatively estimate soil cadmium (Cd) content, whereas little attention has been paid to …

Modelling potentially toxic elements in forest soils with vis–NIR spectra and learning algorithms

A Gholizadeh, M Saberioon, E Ben-Dor… - Environmental …, 2020 - Elsevier
The surface organic horizons in forest soils have been affected by air and soil pollutants,
including potentially toxic elements (PTEs). Monitoring of PTEs requires a large number of …

Cadmium concentration estimation in peri-urban agricultural soils: Using reflectance spectroscopy, soil auxiliary information, or a combination of both?

Y Hong, R Shen, H Cheng, S Chen, Y Chen, L Guo… - Geoderma, 2019 - Elsevier
The regular monitoring of soil cadmium (Cd) in peri-urban agricultural soils is critical in
maintaining soil security and balancing the local environment and ecosystem. Visible and …

Estimation methods for soil mercury content using hyperspectral remote sensing

L Zhao, YM Hu, W Zhou, ZH Liu, YC Pan, Z Shi… - Sustainability, 2018 - mdpi.com
Mercury is one of the five most toxic heavy metals to the human body. In order to select a
high-precision method for predicting the mercury content in soil using hyperspectral …

[HTML][HTML] A novel spectral analysis method for distinguishing heavy metal stress of maize due to copper and lead: RDA and EMD-PSD

P Fu, W Zhang, K Yang, F Meng - Ecotoxicology and environmental safety, 2020 - Elsevier
Monitoring heavy metal stress in crops via hyperspectral remote sensing technology is an
effective way. A new approach, namely the ratio difference of autocorrelation function first …

A transferable spectroscopic diagnosis model for predicting arsenic contamination in soil

C Tao, Y Wang, W Cui, B Zou, Z Zou, Y Tu - Science of the Total …, 2019 - Elsevier
Visible and near-infrared reflectance (VNIR) spectroscopy is considered to be a potential
and efficient means for monitoring soil arsenic (As) contamination. While current studies …

A brief survey of assessment models to predict stress level of heavy metals in soil

S Annam, A Singla - Recent Advances in Electrical & Electronic …, 2021 - ingentaconnect.com
Soil is a major and important natural resource, which not only support human life but also
furnish commodities for ecological and economic growth. Ecological risk, such as …